公开(公告)号：US20210312642A1

公开(公告)日：2021-10-07

申请号：US17057084

申请日：2019-01-03

Applicant: Intel Corporation

Inventor： Lidan ZHANG ,  Ping GUO ,  Haibing REN ,  Yimin ZHANG

IPC: G06T7/246 ,  G06K9/62 ,  G06N20/00

Abstract: A long-term object tracker employs a continuous learning framework to overcome drift in the tracking position of a tracked object. The continuous learning framework consists of a continuous learning module that accumulates samples of the tracked object to improve the accuracy of object tracking over extended periods of time. The continuous learning module can include a sample pre-processor to refine a location of a candidate object found during object tracking, and a cropper to crop a portion of a frame containing a tracked object as a sample and to insert the sample into a continuous learning database to support future tracking.

公开(公告)号：US20210248427A1

公开(公告)日：2021-08-12

申请号：US17053720

申请日：2018-10-26

Applicant: Intel Corporation

Inventor： Ping GUO ,  Lidan ZHANG ,  Haibing REN ,  Yimin ZHANG

IPC: G06K9/62 ,  G06K9/46 ,  G06K9/00

Abstract: A system, article, and method of neural network object recognition for image processing includes customizing a training database and adapting an instance segmentation neural network used to perform the customization.

公开(公告)号：US20210174134A1

公开(公告)日：2021-06-10

申请号：US16768559

申请日：2018-03-01

Applicant: Intel Corporation

Inventor： Yimin ZHANG ,  Haibing REN ,  Wei HU ,  Ping GUO

IPC: G06K9/62 ,  G06K9/46 ,  G06K9/32

Abstract: Methods and apparatus to match images using semantic features are disclosed. An example apparatus includes a semantic labeler to determine a semantic label for each of a first set of points of a first image and each of a second set of points of a second image; a binary robust independent element features (BRIEF) determiner to determine semantic BRIEF descriptors for a first subset of the first set of points and a second subset of the second set of points based on the semantic labels; and a point matcher to match first points of the first subset of points to second points of the second subset of points based on the semantic BRIEF descriptors.